[PDF][PDF] The History, Present, and Future of ETL Technology

A Simitsis, S Skiadopoulos, P Vassiliadis - DOLAP, 2023 - cs.uoi.gr
There is an abundance of data, but a large volume of it is unusable. Data may be noisy,
unstructured, stored in incompatible for direct analysis medium or format, and often …

Polybench: The first benchmark for polystores

J Karimov, T Rabl, V Markl - … Evaluation and Benchmarking for the Era of …, 2019 - Springer
Modern business intelligence requires data processing not only across a huge variety of
domains but also across different paradigms, such as relational, stream, and graph models …

A unified representation and transformation of multi-model data using category theory

P Koupil, I Holubová - Journal of Big Data, 2022 - Springer
The support for multi-model data has become a standard for most of the existing DBMSs.
However, the step from a conceptual (eg, ER or UML) schema to a logical multi-model …

A Literature Review on Schema Evolution in Databases

Z Brahmia, F Grandi, B Oliboni - Computing Open, 2024 - cris.unibo.it
Changing a database schema is a fact of life in information systems, as a response to
changes inside the enterprise (eg, new users' requirements, correction of errors in the …

Parallel query processing in a polystore

P Kranas, B Kolev, O Levchenko, E Pacitti… - Distributed and Parallel …, 2021 - Springer
The blooming of different data stores has made polystores a major topic in the cloud and big
data landscape. As the amount of data grows rapidly, it becomes critical to exploit the …

Towards Polyglot Data Stores--Overview and Open Research Questions

D Glake, F Kiehn, M Schmidt, F Panse… - arXiv preprint arXiv …, 2022 - arxiv.org
Nowadays, data-intensive applications face the problem of handling heterogeneous data
with sometimes mutually exclusive use cases and soft non-functional goals such as …

Polypheny-DB: towards bridging the gap between polystores and HTAP systems

M Vogt, N Hansen, J Schönholz, D Lengweiler… - … , and Analytics for …, 2021 - Springer
Polystore databases allow to store data in different formats and data models and offer
several query languages. While such polystore systems are highly beneficial for various …

MM-cat: A tool for modeling and transformation of multi-model data using category theory

P Koupil, M Svoboda, I Holubová - 2021 ACM/IEEE …, 2021 - ieeexplore.ieee.org
The support for multi-model data has become a standard for most of the existing DBMSs.
However, the step from a conceptual (eg, ER or UML) schema to a logical multi-model …

FONT: a flexible polystore evaluation platform

G Shi, C Wang, M Zhang… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
The concept of polystore has been proposed and studied for heterogeneous data storage
and cross-model query processing. Correspondingly, the evaluation of diverse polystores is …

Parallel polyglot query processing on heterogeneous cloud data stores with LeanXcale

B Kolev, O Levchenko, E Pacitti… - … Conference on Big …, 2018 - ieeexplore.ieee.org
The blooming of different cloud data stores has turned polystore systems to a major topic in
the nowadays cloud landscape. Especially, as the amount of processed data grows rapidly …